https://www.visualcapitalist.com/wp-content/uploads/2018/03/money-happiness-large.html
New #chi2017 paper is up. Don't trust statistics alone, visualize your data!https://t.co/amnbAYvsq1 pic.twitter.com/1s6vkge6dl
— Justin Matejka (@JustinMatejka) May 1, 2017
Visualizing summary statistics in a #boxplot is great. But don't forget to explore the underlying data distribution.
— Mihaela Bozukova (@MBozukova) April 27, 2021
Thanks to @JustinMatejka for this great educational dataset.#30DayChartChallenge | #Day27 | #educational #dataviz #Rstats #ggplot2 #statistics #violinplot pic.twitter.com/JfNwMzuash
Remade the @WSJ measles vaccination visualization using ggplot2 and the animation package #rstats pic.twitter.com/cnIScD9ymI
— Michael Lee 🚴📊🇷 (@mikeleeco) June 19, 2017
Day 4 #30DayChartChallenge Magical
— Ilya Kashnitsky (@ikashnitsky) April 4, 2021
My choice is to show an easy 🪄magic🪄 trick to routinely improve the arguably most popular plot type
The #dataviz rule is simple:
👉text in plots should be horizontal👈
A related (not perfectly articulated) blog post: https://t.co/M2yXspYipc pic.twitter.com/nhQAVIMTfc
https://gist.github.com/ikashnitsky/2800295e304b4858be553432de4a0d11
[side note]
— Ilya Kashnitsky (@ikashnitsky) April 8, 2021
It's even more important than the ones coming right after:
– #RotateTheDamnPlot
– #IncreaseTheDamnFont pic.twitter.com/LA2kMrPbLh
https://t.co/KPqzPh06Iq pic.twitter.com/P1YWTIWooR
— Ilya Kashnitsky (@ikashnitsky) May 6, 2020
Great news #rstats #dataviz — the default go-to color selection just got richer 💥🎉
— Ilya Kashnitsky (@ikashnitsky) April 12, 2021
Knowing where it comes from, I know better than to question wherever “turbo” color scheme is really colorblind friendly, but it really blows my mind that something of these colors can be… https://t.co/AVo6cdMD32 pic.twitter.com/pIud4NRjhY
Spent way too long trying to work out what was so special about her knee https://t.co/0epzaJeQKk
— Alex Selby-Boothroyd (@AlexSelbyB) June 13, 2021
https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
Climate change is happening now & is happening everywhere. Our lives are already being affected by the warming of the planet.
— Ed Hawkins (@ed_hawkins) April 9, 2021
Human activities are causing these fundamental changes to the climate. Burning fossil fuels & deforestation are the primary reasons.
Our choices matter. pic.twitter.com/SPnkVYq10u
Austria vs Germany ⚽️ The First 111 Years #AUTGER international #football results since 1907:
— ramon bauer (@metropop_eu) June 3, 2018
🇦🇹 10 wins
🇩🇪 25 wins
✖️ 6 draws#dataviz by @tinafrank & @metropop_eu pic.twitter.com/iRjXmpNsOe
https://fivethirtyeight.com/features/why-the-oldest-person-in-the-world-keeps-dying
Friday and don't know what to do? Train your #ggplot2 skills! 📊
— Cédric Scherer (@CedScherer) May 17, 2019
My first blog post “The Evolution of a ggplot (Ep. 1)” is online 🎉https://t.co/fWG4PmyyhU
Thanks to @R4DScommunity @rstudio @dataandme for all the neat #rstats tricks! #tidyverse #DataViz #TidyTuesday #R4DS pic.twitter.com/RRMTSjXFgj
⚽️ With the #EURO2020 approaching, you've probably all been wondering what ~1 million of passes would looks like if all shot at the same time, right? Well wonder no more…
— Karim Douïeb (@karim_douieb) June 9, 2021
Thanks @StatsBomb for making the data openly available! @observablehq notebook https://t.co/dO4sfQpRi4 pic.twitter.com/fqbdK6PjRd
https://www.ft.com/video/83703ffe-cd5c-4591-9b4f-a3c087aa6d19
— Trust me, I'm a “Biologist” (@TrustBiologist) June 13, 2021
.@rebeccmart and I are excited to welcome our new #rstats programmer to the family. Thanks to @create_self and @LanderAnalytics for the awesome baby themed hex shirts. #rstatsnyc #nycdatamafia pic.twitter.com/FqzUyDVEDo
— Jared Lander (@jaredlander) May 10, 2019
Wickham, H. (2014). Tidy Data. Journal of Statistical Software, 59(10). Retrieved from http://www.jstatsoft.org/v59/i10
Tidy data is a standard way of mapping the meaning of a dataset to its structure.
A dataset is messy or tidy depending on how rows, columns and tables are matched up with observations, variables and types.
In tidy data:
I used this idea today for teaching #rstats pipes and 🤞hopefully it helped? 🤞 https://t.co/XnpsIw96Hw pic.twitter.com/6sAmM4FDRy
— Andrew Heiss, PhD (@andrewheiss) September 16, 2019
"tidy.R"ggplot2I’d argue that by rotating the axis we change the story. If the axes were squared we’d just say Lewendowski is taking less shots but of a higher quality than Mbappé, but rotating may show Mbappé is less risk averse and it’s paying off https://t.co/FudNJC43P3
— Peter McKeever Ô_ō (@petermckeever) October 8, 2019
wowowowowowowow @OptaPro @Arsenal. In 18/19, only outshined by Messi in top 5 leagues for attacking contribution after progressive carries. Unbelievable signing. Look at how far he carried the ball before those shots. pic.twitter.com/HAehnA2Rlj
— Peter McKeever Ô_ō (@petermckeever) August 5, 2019
baselatticeggplot2base plotting systembase knows how to plot an objectggplot2 has the autoplot functionggplot2 special?“gg” means “Grammar of graphics”
https://emitanaka.org/workshopUTokyo2018/day1-session02-datavis.html#1
ggplot2 showggplot2.R”